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AI Supergents

面向 Claude Code 和 Codex 的 AI 工程工作流。

核心定位:

  • superagents 是工程任务主入口(先路由到最佳技能,复杂任务走多 Agent 编排)
  • rules 定义约束
  • skills 定义执行流程

前置条件:先安装 superpowers

Superagents 的地位

  • skills/superagents 是编排层,负责 1 master + N workers 的多 Agent 协作。
  • 对 bug / feature / refactor / 复杂 review,默认走 superagents;单一场景可直达最佳专项技能。
  • 与仓库强制路由一致:先 superpowers:using-superpowers,再选择最小技能集合执行。

Superagents 怎么用

直接在任务里显式触发:

[$superagents](/Users/gdc/.codex/skills/superagents/SKILL.md) <任务描述>

常见场景:

  • 缺陷修复:定位根因并修复回归,附验证证据
  • 功能开发:实现需求并补齐测试与评审
  • 复杂重构:保持外部行为不变,分阶段迁移

最小执行流:

  1. 路由:using-superpowers
  2. 选型:最小 Superpowers 组合(debugging/TDD/review/verification)
  3. 执行:research -> plan -> implement -> review -> verify -> report
  4. 门禁:Typecheck/Build -> Lint -> Test
  5. 交付:Done/Partial/Skipped + file:line/命令摘要证据

复用模板:skills/superagents/templates/universal-engineering-task-prompt.md

仓库结构

  • rules/:全局约束(质量、语言、输出、快速路径)
  • skills/:专项工作流(superagentsfix-bugdevelop-featurerefactor 等)
  • agents/:执行角色(researcher/planner/implementer/reviewer/verifier/reporter)
  • AGENTS.md:路由、协作与交付规范
  • CLAUDE.md:仓库级强制路由规则

文档约定

SKILL.md 里的 !command 会在 skill 加载时执行,并把输出注入上下文,例如:

!`git status`

安装

Claude Code

Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.claude/INSTALL.md

升级:

Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.claude/UPGRADE.md

Codex

Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.codex/INSTALL.md

升级:

Fetch and follow instructions from https://raw.githubusercontent.com/dacheng-gao/ai/main/.codex/UPGRADE.md

License

MIT

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